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Source channel @githubtrending · Post #15433 · Jan 23
#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles. https://github.com/OpenBMB/UltraRAG
Search: #kurdish
@EvaKarene_Bartlett · Post #29410 · 01/12/2026, 09:25 AM
🔴Documentation of Turkish terrorists participating in the attack on Kurds in #Aleppo A video clip shows the participation of Turkish terrorist Khalil Yavuz in the brutal assault on the Kurdish #SheikhMaqsoud neighborhood. In the footage, he is seen boasting about besieging the area and stating that civilians inside the #Kurdish neighborhood have no way out.
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@EvaKarene_Bartlett · Post #29415 · 01/12/2026, 09:25 AM
🔴Arab and foreign terrorists, including an Egyptian national, took part in the brutal attack on Kurds in Aleppo #Aleppo: Egyptian terrorist Ahmed Mansour appeared in a video showing the throwing of the body of a #Kurdish female fighter. He is seen fully armed, indicating the participation of former al-Qaeda affiliates, both #Arab and foreign, in the assault on #Kurd areas. Ahmed Mansour, born in Alexandria, #Egypt, joined the Hazemoon Movement, founded by Salafi leader Hazem Salah Abu Ismail. After the overthrow of the Muslim Brotherhood’s rule in Egypt, he fled the country and later joined Jaish al-Fatah and Hayat Tahrir al-Sham (#HTS). He appeared yesterday taking part in the attack on Sheikh Maqsoud in Aleppo.